Programming tools and environments
Communications of the ACM
Efficient input and output for scientific simulations
Proceedings of the sixth workshop on I/O in parallel and distributed systems
Performance impact of proxies in data intensive client-server applications
ICS '99 Proceedings of the 13th international conference on Supercomputing
Querying very large multi-dimensional datasets in ADR
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Data parallel language and compiler support for data intensive applications
Parallel Computing - Parallel data-intensive algorithms and applications
Processing large-scale multi-dimensional data in parallel and distributed environments
Parallel Computing - Parallel data-intensive algorithms and applications
Analysis and Comparison of Declustering Schemes for Interactive Navigation Queries
IEEE Transactions on Knowledge and Data Engineering
Asymptotically Optimal Declustering Schemes for Range Queries
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Compiling Data Intensive Applications with Spatial Coordinates
LCPC '00 Proceedings of the 13th International Workshop on Languages and Compilers for Parallel Computing-Revised Papers
A Performance Prediction Framework for Data Intensive Applications on Large Scale Parallel Machines
LCR '98 Selected Papers from the 4th International Workshop on Languages, Compilers, and Run-Time Systems for Scalable Computers
High Level Programming Methodologies for Data Intensive Computations
LCR '00 Selected Papers from the 5th International Workshop on Languages, Compilers, and Run-Time Systems for Scalable Computers
Hierarchical Declustering Schemes for Range Queries
EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
Query processing techniques for arrays
The VLDB Journal — The International Journal on Very Large Data Bases
Multidimensional Declustering Schemes Using Golden Ratio and Kronecker Sequences
IEEE Transactions on Knowledge and Data Engineering
Future Generation Computer Systems - Selected papers from CCGRID 2002
Asymptotically optimal declustering schemes for 2-dim range queries
Theoretical Computer Science - Database theory
Compiler support for efficient processing of XML datasets
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
Replication and retrieval strategies of multidimensional data on parallel disks
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Optimizing the Execution of Multiple Data Analysis Queries on Parallel and Distributed Environments
IEEE Transactions on Parallel and Distributed Systems
Time and space optimization for processing groups of multi-dimensional scientific queries
Proceedings of the 18th annual international conference on Supercomputing
A Self-Organizing Storage Cluster for Parallel Data-Intensive Applications
Proceedings of the 2004 ACM/IEEE conference on Supercomputing
Optimizing Reduction Computations In a Distributed Environment
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
An Efficient Data Location Protocol for Self.organizing Storage Clusters
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
Benchmarking the CLI for I/O-Intensive Computing
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 13 - Volume 14
Efficient Performance Prediction for Large-Scale, Data-Intensive Applications
International Journal of High Performance Computing Applications
Efficient evaluation of XQuery over streaming data
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Improved bounds and schemes for the declustering problem
Theoretical Computer Science
Modeling and improving security of a local disk system for write-intensive workloads
ACM Transactions on Storage (TOS)
StReD: A quality of security framework for storage resources in Data Grids
Future Generation Computer Systems
Journal of Parallel and Distributed Computing
An Adaptive Energy-Conserving Strategy for Parallel Disk Systems
DS-RT '08 Proceedings of the 2008 12th IEEE/ACM International Symposium on Distributed Simulation and Real-Time Applications
Dynamic load balancing for I/O-intensive applications on clusters
ACM Transactions on Storage (TOS)
Parallel processing of Prestack Kirchhoff Time Migration on a PC Cluster
Computers & Geosciences
Conserving energy in real-time storage systems with I/O burstiness
ACM Transactions on Embedded Computing Systems (TECS)
Scheduling of tasks with batch-shared I/O on heterogeneous systems
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Quality of security adaptation in parallel disk systems
Journal of Parallel and Distributed Computing
A*-tree: a structure for storage and modeling of uncertain multidimensional arrays
Proceedings of the VLDB Endowment
From a stream of relational queries to distributed stream processing
Proceedings of the VLDB Endowment
ArrayStore: a storage manager for complex parallel array processing
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Code transformations for one-pass analysis
LCPC'05 Proceedings of the 18th international conference on Languages and Compilers for Parallel Computing
An adaptive energy-conserving strategy for parallel disk systems
Future Generation Computer Systems
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Astronomical data processing in EXTASCID
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Nonflat surface level pyramid: a high connectivity multidimensional interconnection network
The Journal of Supercomputing
| Hi-index | 0.02 |
There are two major challenges for a high performance remote sensing database. First, it must provide low latency retrieval of very large volumes of spatio temporal data. This requires effective declustering and placement of a multidimensional dataset onto a large disk farm. Second, the order of magnitude reduction in data size due to post processing makes it imperative, from a performance perspective, that the post processing be done on the machine that holds the data. This requires careful coordination of computation and data retrieval. The paper describes the design, implementation and evaluation of Titan, a parallel shared nothing database designed for handling remote sensing data. The computational platform for Titan is a 16 processor IBM SP-2 with four fast disks attached to each processor. Titan is currently operational and contains about 24 GB of AVHRR data from the NOAA-7 satellite. The experimental results show that Titan provides good performance for global queries and interactive response times for local queries.